| 2021 | ICCS | Interpreting Neural Networks Prediction for a Single Instance via Random Forest Feature Contributions. | Anna Palczewska, Urszula Markowska-Kaczmar |
| 2021 | ICMLA | LCCspm: l-Length Closed Contiguous Sequential Patterns Mining Algorithm to Find Frequent Athlete Movement Patterns from GPS. | Victor Elijah Adeyemo, Anna Palczewska, Ben Jones |
| 2020 | ICCS | A Machine Learning Approach to Short-Term Body Weight Prediction in a Dietary Intervention Program. | Oladapo Babajide, Hissam Tawfik, Anna Palczewska, Anatoliy Gorbenko, Arne Astrup, J. Alfredo Martinez, Jean-Michel Oppert, Thorkild I. A. Srensen |
| 2017 | ICMLA | RobustSPAM for Inference from Noisy Longitudinal Data and Preservation of Privacy. | Anna Palczewska, Jan Palczewski, Georgios Aivaliotis, Lukasz Kowalik |
| 2013 | IRI | Interpreting random forest models using a feature contribution method. | Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu |
| 2013 | IRI | Interpreting Random Forest Classification Models Using a Feature Contribution Method. | Anna Palczewska, Jan Palczewski, Richard Marchese Robinson, Daniel Neagu |